Jathurshan0330

BRATS-Brain-Tumor-Segmentation

This repository provides a python notebook and instructions to segment brain tumors on BRATS dataset using ITK.

Cine-Cardiac-MRI-Motion-Artefact-Reduction

This repository contains the code for paper implementation of the "Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network" paper published at IEEE Transactions on Medical Imaging (Aug 2021).

Cross-Modal-Transformer

Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991

Decoding-of-Hand-Gestures-from-Electrocorticography-with-LSTM-Based-Deep-Neural-Network

Official Implementation of Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network (EMBC 2021)

Image-Registration-ITK

This repository consists of implementation of image registration of two image volumes from different MRI modalities using ITK.

P300_Speller_Data_Analysis

Automated P300 Potential Detection Algorithm using Hybrid Model (1DCNN+RNN) for Speller Device.

SyncTwin_project

Assignment: This repository contains the code for paper implementation of the "SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes" paper published at NeurIPS 2021.

TSNE_Visualizer

A simple interactive tool using streamlit and bokeh.

EarEEG_KnowledgeDistillation

Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"

CD_HPE

Official implementation of "Towards Accurate Cross-Domain In-Bed Human Pose Estimation" (ICASSP, 2022) https://arxiv.org/abs/2110.03578

Jathurshan0330/Cross-Modal-Transformer

Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991

Jathurshan0330/Cine-Cardiac-MRI-Motion-Artefact-Reduction

This repository contains the code for paper implementation of the "Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network" paper published at IEEE Transactions on Medical Imaging (Aug 2021).

Jathurshan0330/TSNE_Visualizer

A simple interactive tool using streamlit and bokeh.

Jathurshan0330/P300_Speller_Data_Analysis

Automated P300 Potential Detection Algorithm using Hybrid Model (1DCNN+RNN) for Speller Device.

Jathurshan0330/BRATS-Brain-Tumor-Segmentation

This repository provides a python notebook and instructions to segment brain tumors on BRATS dataset using ITK.

Jathurshan0330/Decoding-of-Hand-Gestures-from-Electrocorticography-with-LSTM-Based-Deep-Neural-Network

Official Implementation of Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network (EMBC 2021)

Jathurshan0330/Image-Registration-ITK

This repository consists of implementation of image registration of two image volumes from different MRI modalities using ITK.

Jathurshan0330/Line-Intensity-Profile--Slicer-

This repository consists of Line intensity profile extension build for 3D slicer software as a requirement to fulfill Medical Image Processing module (University of Moratuwa).

Jathurshan0330/SyncTwin_project

Assignment: This repository contains the code for paper implementation of the "SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes" paper published at NeurIPS 2021.

Jathurshan0330/Data_Storm_v2_DS21-68

Jathurshan0330/Datastorm

Prediction of credit card default

Jathurshan0330/diff_protein_gen

Jathurshan0330/Electronic_Sthethoscope

Using power amplification to drive a speaker to listen to heartbeat

Jathurshan0330/Hand_gesture_controlled_Robot

Controlling the movements of the Robot using Hand Gestures, Implemented using ATmega32

Jathurshan0330/In-Bed-Human-Pose-Estimation-VIP-Cup

In bed pose estimation challenge at Video and Image Processing Cup at International Conference on Image Processing 2021. (Team NFP Undercover)

Jathurshan0330/Jathu_blog

Jathurshan0330/Jathurshan0330

Config files for my GitHub profile.

Jathurshan0330/jathurshan0330.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Jathurshan0330/k_Halo

GenAI class project

Jathurshan0330/lifted_baseline

Jathurshan0330/PyHealth

A Deep Learning Python Toolkit for Healthcare Applications.